Hierarchical energy management system with multiple operation modes for hybrid DC microgrid

被引:20
|
作者
Kaysal, Ahmet [1 ]
Koroglu, Selim [2 ]
Oguz, Yuksel [3 ]
机构
[1] Afyon Kocatepe Univ, Dept Elect Engn, TR-03200 Afyon, Turkey
[2] Pamukkale Univ, Dept Elect & Elect Engn, TR-20160 Denizli, Turkey
[3] Afyon Kocatepe Univ, Dept Elect & Elect Engn, TR-03200 Afyon, Turkey
关键词
Hierarchical energy management system; Multiple operation modes; Hybrid DC microgrid; Equivalent consumption minimization strategy; Optimization algorithms; ECONOMIC-DISPATCH; OPTIMIZATION; STRATEGY; MPPT;
D O I
10.1016/j.ijepes.2022.108149
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a developed energy management system (EMS) with a hierarchical three-level distributed control approach proposed for a photovoltaic/wind turbine/diesel generator with energy storage in an islanded hybrid DC microgrid (MG). In the hierarchical three-level control structure, the power to be transferred by the distributed energy sources (DER) is provided by controlling the converters in the primary control layer. The secondary control layer is used to achieve DC bus voltage restoration and increase current-sharing accuracy simultaneously. In the tertiary control layer, it is aimed to minimize the production cost by performing optimum load-sharing. For the operation of this control structure, a strategy is proposed to optimally manage the energy demand of the hybrid system autonomously under variable load conditions. The EMS with three different operating modes (Mode-I, Mode-II, Mode-III) is proposed to share power between DC MG sources optimally. In Mode-I, renewable energy sources (RES) are enabled to operate with MPPT operation. Energy consumption minimization strategy (ECMS)-based linear programming (LP), genetic algorithm (GA) and pattern search (PS) algorithms are used to minimize the fuel consumption and carbon emissions of the diesel generator (DG) in Mode-II operating Mode. In Mode-III operating mode, DG is not needed, and the power flow between DERs is optimized by using the fuzzy logic controller (FLC) and state machine control strategy (SMCS). The amount of fuel consumed, the cost of fuel consumption and ESS's SOC level are used as the EMS's performance criteria for the MG. The minimum fuel consumption of the DG is calculated as 2.328 L for the operation of LP-based ECMS, and the fuel cost, in this case, is found to be $3.26. Considering the charging of the ESS, the highest SOC level is achieved with 64.87% for the PS-based ECMS-SMCS combination. By considering fuel minimization and SOC level together, it can be seen that the best result is achieved with the LP-based ECMS-SMCS combination.
引用
收藏
页数:17
相关论文
共 50 条
  • [21] Energy management of a DC microgrid with hybrid energy storage system using PI and ANN based hybrid controller
    Rajput A.K.
    Lather J.S.
    International Journal of Ambient Energy, 2023, 44 (01) : 703 - 718
  • [22] A Low Complexity Control and Energy Management for DC-Coupled Hybrid Microgrid with Hybrid Energy Storage System
    Manandhar, Ujjal
    Ukil, Abhisek
    Gooi, Hoay Beng
    Tummuru, Narsa Reddy
    Kollimalla, Sathish Kumar
    2017 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2017,
  • [23] Optimal Operation of AC and DC hybrid Microgrid in two management scenarios
    Ansari, Sadegh
    Zeinoddin-Meymand, Hamed
    Niknam, Taher
    2019 27TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE 2019), 2019, : 856 - 862
  • [24] Decentralized Multiple Control for DC Microgrid with Hybrid Energy Storage
    Li, Xin
    Zheng, Taoyin
    Guo, Panfeng
    Huang, Jianan
    Li, Xinyu
    Xiong, Wei
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2023, 18 (02) : 1301 - 1311
  • [25] Decentralized Multiple Control for DC Microgrid with Hybrid Energy Storage
    Xin Li
    Taoyin Zheng
    Panfeng Guo
    Jianan Huang
    Xinyu Li
    Wei Xiong
    Journal of Electrical Engineering & Technology, 2023, 18 : 1301 - 1311
  • [26] Power Management for a Hybrid AC/DC Microgrid With Multiple Subgrids
    Xia, Yanghong
    Wei, Wei
    Yu, Miao
    Wang, Xiaoming
    Peng, Yonggang
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2018, 33 (04) : 3520 - 3533
  • [27] Real-Time Energy Management System for a Hybrid AC/DC Residential Microgrid
    Rodriguez-Diaz, Enrique
    Palacios-Garcia, Emilio J.
    Anvari-Moghaddam, Amjad
    Vasquez, Juan C.
    Guerrero, Josep M.
    2017 IEEE SECOND INTERNATIONAL CONFERENCE ON DC MICROGRIDS (ICDCM), 2017, : 256 - 261
  • [28] Hierarchical Control With Voltage Balancing and Energy Management for Bipolar DC Microgrid
    Kim, Sung-Hun
    Byun, Hyung-Jun
    Jeong, Won-Sang
    Yi, Junsin
    Won, Chung-Yuen
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 70 (09) : 9147 - 9157
  • [29] Hierarchical energy management for PV/hydrogen/battery island DC microgrid
    Han, Ying
    Zhang, Guorui
    Li, Qi
    You, Zhiyu
    Chen, Weirong
    Liu, Hong
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2019, 44 (11) : 5507 - 5516
  • [30] Energy management and stabilization of a hybrid DC microgrid for transportation applications
    Zadeh, Mehdi Karbalaye
    Saublet, Louis-Marie
    Gavagsaz-Ghoachani, Roghayeh
    Nahid-Mobarakeh, Babak
    Pierfederici, Serge
    Molinas, Marta
    APEC 2016 31ST ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION, 2016, : 3397 - 3402